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Can Language Models Track State Changes Across Long Documents? StateBench Tests Them

Can Language Models Track State Changes Across Long Documents? StateBench Tests Them

Hugging Face’s StateBench tests four levels of language-model state tracking. Its report says performance varies by task and input length.
CUGA, Hermes, And Deep Agents: How To Pick The Right Harness

CUGA, Hermes, And Deep Agents: How To Pick The Right Harness

IBM reports CUGA completed 73 of 90 AppWorld tasks, versus 42 for Hermes and 27 for Deep Agents, using the same model.
DiscImageStudio: Burn Visible Artwork Onto CDs, DVDs And Blu-ray Discs

DiscImageStudio: Burn Visible Artwork Onto CDs, DVDs And Blu-ray Discs

Disc Image Studio generates visible artwork for CD, DVD and single-layer Blu-ray media; its direct-burning feature is experimental.
The Age Of Almost Everyone Farming, Revisited Through AI

The Age Of Almost Everyone Farming, Revisited Through AI

A Thorsten Meyer essay revisits how farm work fell from about three in four U.S. workers to fewer than 2%, and what that history can—and cannot—say about AI.
Bangladesh Garment Wages Under Review As Protests Reach 529 Factories

Bangladesh Garment Wages Under Review As Protests Reach 529 Factories

Bangladesh named a six-member garment wage board after workers walked out at 529 factories. The board has no published meeting date or deadline.
What PATEO’s AI Box Brings To In-Vehicle AI With NVIDIA DRIVE AGX Thor

What PATEO’s AI Box Brings To In-Vehicle AI With NVIDIA DRIVE AGX Thor

A Yahoo Finance headline links PATEO’s in-vehicle AI Box with NVIDIA DRIVE AGX Thor, Nemotron and ByteDance Doubao; product and launch details are unavailable.
The Hidden Questions About Power And Water At OpenAI’s Compute Campuses

The Hidden Questions About Power And Water At OpenAI’s Compute Campuses

OpenAI confirmed it is considering “compute campuses” for data centers, while power costs, grid upgrades and water use remain unresolved.
One Switch For Safety And Censorship: Inside Local DeepSeek

One Switch For Safety And Censorship: Inside Local DeepSeek

AtomicChat says its local DeepSeek build cut refusals on a safety test to zero, but the results are unverified and the political effects are unknown.
Can AI Transform Residential Real Estate Management? Heimstaden’s Approach

Can AI Transform Residential Real Estate Management? Heimstaden’s Approach

A headline links Heimstaden with AI in residential management, but provides no confirmed system, rollout details or performance results.
Flexible Workspaces And AI: 10 Tools To Know In 2027

Flexible Workspaces And AI: 10 Tools To Know In 2027

A 2027 guide compares 10 standing desk options, from full electric desks to a manual converter, using the specifications provided.